Publications |
Journal Articles
- Mati Ullah, Junaid Mir, Syed Sameed Husain, Muhammad Laiq Ur Rahman Shahid, and Afaq Ahmad, "Concrete Forensic Analysis using Deep Learning-based Coarse Aggregate Segmentation," Automation in Construction, vol. 162, pp. 105372, 2024. (IF=9.60)
- Majid Riaz, Muhammad Majid, and Junaid Mir, "High Dynamic Range Multimedia: Better Affective Agent for Human Emotional Experience," Multimedia Tools and Applications, vol. 83, pp. 25503–25518, 2024. (IF=3.00)
- Rana Ehtisham, Waqas Qayyum, Charles Camp, Vagelis Plaveris, Junaid Mir, Qaiser Uz Zaman Khan, and Afaq Ahmad, "Computing the Characteristics of Defects in Wooden Structures using Image Processing and CNN," Automation in Construction, vol. 158, pp. 105211, 2024. (IF=9.60)
- Rana Ehtisham, Waqas Qayyum, Charles Camp, Vagelis Plaveris, Junaid Mir, Qaiser Uz Zaman Khan, and Afaq Ahmad, "Classification of Defects in Wooden Structures using Pre-Trained Models of Convolutional Neural Network," Case Studies in Construction Materials, vol. 19, pp. e02530, 2023. (IF=6.50)
- Waqas Qayyum, Rana Ehtisham, Alireza Bahrami, Junaid Mir, Qaiser Uz Zaman Khan, Afaq Ahmad, and Yasin Onuralp Ozkilic, "Predicting Characteristics of Cracks in Concrete Structure using Convolutional Neural Network and Image Processing," Frontiers in Materials, vol. 10, 2023. (IF=2.60)
- Waqas Qayyum, Rana Ehtisham, Alireza Bahrami, Charles Camp, Junaid Mir, and Afaq Ahmad, "Assessment of Convolutional Neural Network Pre-Trained Models for Detection and Orientation of Cracks," Materials, vol. 16, no. 2, pp. 826, 2023. (IF=3.10)
- Muhammad Salman Kabir, Junaid Mir, Caleb Rascon, Muhammad Laiq Ur Rahman Shahid, and Furqan Shaukat, "Machine learning inspired efficient acoustic gunshot detection and localization system," University of Wah Journal of Computer Science, vol. 4, no. 1, 2022.
- Muhammad Imran Waris, Vagelis Pllevris, Junaid Mir, Nida Chairman, and Afaq Ahmad, "An alternative approach for measuring the mechanical properties of hybrid concrete through image processing and machine learning," Construction and Building Materials, vol. 328, pp. 126899, 2022. (IF=7.40)
- Syed Sameed Husain, Junaid Mir, Syed Muhammad Anwar, Waqas Rafique, and Muhammad Obaid Ullah, "Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs," Multimedia Tools and Applications, vol. 81, pp. 20425–20441, 2022. (IF=3.60)
- Ali Haider, Furqan Shaukat, and Junaid Mir, "Human detection in Aerial Thermal imaging using a Fully Convolutional Regression Network," Infrared Physics and Technology, vol. 116, pp. 103796, 2021. (IF=2.997)
- Naima Aamir, Junaid Mir, Imran Fareed Nizami, Furqan Shaukat, and Muhammad Majid, "HDR-BVQM: High dynamic range blind video quality metric," Multimedia Tools and Applications, vol. 80, pp. 27701–27715, 2021. (IF=2.577)
- Muhammad Laiq Ur Rahman Shahid, Junaid Mir, Furqan Shaukat, Muhammad K. Saleem, Muhammad Atiq Ur Rehman Tariq, and Ahmed Noman, "Classification of Pharynx from MRI using a Visual Analysis Tool to Study Obstructive Sleep Apnea," Current Medical Imaging, vol. 17, no. 5, pp. 613–622, 2021. (IF=1.315)
- Iqra Bibi, Junaid Mir, and Gulistan Raja, "Automated Detection of Diabetic Retinopathy in Fundus Images using Fused Features," Australasian Physical and Engineering Sciences in Medicine, vol. 43, no. 4, pp. 1253–1264, 2020. (IF=1.430)
- Muhammad Laiq Ur Rahman Shahid, Vladimir Molchanov, Junaid Mir, Furqan Shaukat, and Lars Linsen, "Interactive Visual Analytics Tool for Multidimensional Quantitative and Categorical Data Analysis," Information Visualization, vol. 19, no. 3, 2020. (IF=0.956)
- Furqan Shaukat, Kamran Javed, Gulistan Raja, Junaid Mir, and Muhammad Laiq Ur Rahman Shahid, "Automatic Lung Nodule Detection in CT Images Using Convolutional Neural Networks," IEICE Transactions on Fundamentals of Electronics, Communications, and Computer Sciences, vol. E-102–A, no. 10, pp. 1364–1373, 2019. (IF=0.334)
- Muhammad Sheraz Ahmad, Junaid Mir, Muhammad Obaid Ullah, Muhammad Laiq Ur Rahman Shahid, and Syed Muhammad Adnan, "An Efficient Heart Murmur Recognition and Cardiovascular Disorders Classification System," Australasian Physical and Engineering Sciences in Medicine, vol. 42, no. 3, pp. 733–743, 2019. (IF=1.161)
- Rizwan Chugtai, Gulistan Raja, Junaid Mir, and Furqan Shaukat, "An Efficient Scheme for Automatic Pill Recognition using Neural Networks," The Nucleus, vol. 56, no. 1, 2019. (HEC Recognized Y-Category)
- Junaid Mir, Dumidu S. Talagala, Anil Fernando, and Syed Sameed Hussain, "Improved HEVC λ -domain rate control algorithm for HDR video," Signal, Image, and Video Processing, vol. 13, no. 3, pp. 439–445, 2019. (IF=1.794)
- Junaid Mir, Dumidu S. Talagala, Anil Fernando, and Hemantha K. Arachchi, "A Comprehensive Study and Evaluation of HDR Video Coding," Arabian Journal of Science and Engineering, vol. 44, no. 3, pp. 2427–2444, 2019. (IF=1.711)
- Junaid Mir and Gulistan Raja, "Quadtree Fractal Compression for Brain MRI Images," The Nucleus, vol. 49, no.1, 2012. (HEC Recognized Y-Category)
(The mentioned Journal Impact Factor (IF) is of the year in which the paper was published.)
Conference Papers
- Muhamad Basit Khan, Furqan Shaukat, Muhammad Abdullah, Junaid Mir, and Gulistan Raja, "Fully Automatic Lung Segmentation in Thoracic CT Images using K-means Thresholding," in 4th International Conference on Key Enabling Technologies (KEYTECH), Dublin, Ireland, Sep. 2024.
- Muhammad Umair, Hanzala Nadeem, and Junaid Mir, "Density Control Smart Traffic Signals using Image Processing," in 3rd IEEE International Conference on Engineering & Computing Technologies (ICECT), Islamabad, Pakistan, May 2024, pp. 1-6.
- Laiba Arshad and Junaid Mir, "Investigation of Audio Features for Heart Murmur Detection and Classification," in 2nd International Multidisciplinary Conference on Emerging Trends in Engineering Technology (IMCEET), Khairpur Mirs, Pakistan, Mar. 2024
- Mahnoor Malik, Junaid Mir, and Afaq Ahmad, "Concrete Aggregate Segmentation for Structural Health Monitoring," in 8th Multi-Disciplinary Student Research International Conference (MDSRIC), Wah Cantt, Pakistan, Dec. 2023.
- Syeda Zuriat-e-Zehra Ali, Muhammad Obaid Ullah, and Junaid Mir, "Classification of Cardiovascular Disease using 2D-Image Representations of Phonocardiogram Signals," in IEEE International Conference on Emerging Technologies in Electronics, Computing and Communication (ICETECC), Jamshoro, Pakistan, Dec. 2022, pp. 1–6.
- Rana Ehtisham, Waqas Qayyum, Charles V. Camp, Junaid Mir, and Afaq Ahmad, "Predicting the Defects in Wooden Structures by using Pre-trained Models of Convolutional Neural Network and Image Processing," in 2nd International Conference on Recent Advances in Civil Engineering and Disaster Management (ICEEDM), Peshawar, Pakistan, Dec. 2022, pp. 208-212.
- Waqas Qayyum, Rana Ehtisham, Charles V. Camp, Junaid Mir, and Afaq Ahmad, "Detecting cracks with Convolution Neural Network (CNN) with Variable image dataset," in 2nd International Conference on Recent Advances in Civil Engineering and Disaster Management (ICEEDM), Peshawar, Pakistan, Dec. 2022, pp. 166-170.
- Muhammad Shan Saleem, Gulistan Raja, and Junaid Mir, "Guided Image Filter Inspired Improved Single Image Dehazing Method," in 2nd International Conference on Engineering & Computing Technologies (ICECT), Islamabad, Pakistan, Nov. 2022.
- Rehan Khan and Junaid Mir, "White Blood Cells Segmentation and Classification using U-Net CNN and Hand-crafted Features," in IEEE International Conference on IT & Industrial Technologies (ICIT), Chiniot, Pakistan, Oct. 2022, pp. 1–7.
- Rana Ehtisham, Charles V. Camp, Junaid Mir, Nida Chairman, and Afaq Ahmad, "Evaluation of Pre-trained ResNet and MobileNetV2 CNN Models for the Concrete Crack Detection Crack Orientation Classification," in International Conference on Advances in Civil and Environmental Engineering, Taxila, Pakistan, Feb. 2022.
- Ali Ayub Sheikh and Junaid Mir, "Machine Learning Inspired Vision-based Drowsiness Detection using Eye and Body Motion Features," in 13th IEEE International Conference on Information & Communication Technology and System (ICTS), Surabaya, Indonesia, Oct. 2021, pp. 146–150.
- Fahd Siddiq, Muhammad Mansoor Ashraf, and Junaid Mir, "Robust Harmonics Estimation using Hybrid Least Square-based Whale Optimization Algorithm," in 6th Multi-Disciplinary Student Research International Conference (MDSRIC), Wah Cantt, Pakistan, Nov. 2021.
- Majid Riaz, Muhammad Majid, and Junaid Mir, "Emotion Recognition using Electroencephalography in Response to High Dynamic Range Videos," in 10th IEEE International Conference on Information Technology (ICIT), Amman, Jordan, July 2021, pp. 565–570.
- Majid Riaz, Muhammad Majid, and Junaid Mir, "Emotional Experience Analysis in Response to HDR and SDR content," in 13th IEEE International Conference on Quality of Multimedia Experience (QoMEX), Montreal, Canada, June 2021, pp. 121–124.
- Soha Salman, Junaid Mir, Muhammad Tallal Farooq, Aneeqa Noor Malik, and Haleemdeen Rizki, "Machine Learning Inspired Efficient Audio Drone Detection using Acoustic Features," in 18th IEEE International Bhurban Conference on Applied Sciences & Technology (IBCAST), Islamabad, Pakistan, Jan. 2021, pp. 335-339.
- Arif Zafar, Junaid Mir, Vagelis Plevris, and Afaq Ahmad, "Machine Vision-based Crack Detection for Structural Health Monitoring using Haralick Features," in 2nd Conference on Sustainability in Civil Engineering, CUST, Pakistan, Aug. 2020.
- Muhammad Imran Waris, Junaid Mir, Vagelis Plevris, and Afaq Ahmad, "Predicting compressive strength of CRM samples using Image Processing and ANN," IOP Conference Series: Materials Science and Engineering. vol. 899, 3rd Pak-Turk International Conference on Emerging Technologies in the field of Sciences and Engineering (ETSE), GIK Institute, Topi, Pakistan, June 2020.
- Carl C. Udora, Junaid Mir, Chatura Galkandage, and Anil Fernando, "QoE Modelling of High Dynamic Range Video," in IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, USA, Jan. 2019, pp. 1–2.
- Asad Javied and Junaid Mir, "Applications of data sciences on pedagogy and teaching evaluation," in Liverpool John Moores University (LJMU) Teaching and Learning Conference, UK, June 2018, pp. 37–38.
- Junaid Mir, Dumidu S. Talagala, and Anil Fernando, "Optimization of HEVC Lambda-Domain RC algorithm for HDR Video," in IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, USA, Jan. 2018, pp. 1–4.
- Junaid Mir, Dumidu S. Talagala, Hemantha K. Arachchi, and Anil Fernando, "Improved two-layer backward-compatible HDR video coding: A performance comparison with single-layer HLG," in IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, USA, Jan. 2017, pp. 250–251.
- Junaid Mir, Gosala Kulupana, Dumidu S. Talagala, Hemantha K. Arachchi, and Anil Fernando, "Efficient rate-distortion optimization for HDR video compression," in IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, USA, Jan. 2017, pp. 256–257.
- Junaid Mir, Gosala Kulupana, Dumidu S. Talagala, Hemantha K. Arachchi, and Anil Fernando, "Impact of channel errors on single-layer and two-layer video transmission architectures in error-prone networks," in 1st IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Seoul, South Korea, Oct. 2016, pp. 1–4.
- Gosala Kulupana, Junaid Mir, Dumidu S. Talagala, Hemantha K. Arachchi, and Anil Fernando, "A model-based error resilience scheme for HDR video transmission over error-prone channels," in 1st IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Seoul, South Korea, Oct. 2016.
- Junaid Mir, Dumidu S. Talagala, Hemantha K. Arachchi, and Anil Fernando, "Adaptive residual mapping for an efficient extension layer coding in two-layer HDR video coding," in 23rd IEEE International Conference on Image Processing (ICIP), Phoenix, USA, Sep. 2016, pp. 1394–1398.
- Junaid Mir, Anil Fernando, Dumidu S. Talagala, and Hemantha K. Arachchi, "Rate distortion analysis of high dynamic range video coding techniques," in 22nd IEEE International Conference on Image Processing (ICIP), Quebec, Canada, Sep. 2015, pp. 237–241.
Book / Book Chapters
- Junaid Mir, "High Dynamic Range Video Coding: Compression and Distribution Architectures," Published by LAP Publishing, Germany, 2019, ISBN: 978-613-9-85857-6.
- Afaq Ahmad, Rana Ehtisham ul Hassan, Junaid Mir, and Qasier-uz-Zaman Khan, "Finding Width, Angle, Endpoint Length, and Actual Path Length of Cracks in Concrete Structures using CNN and Image Processing," Book Chapter in Advanced Optimization Applications in Engineering, pp. 22-42, Published by IGI Global, USA, 2024, ISBN: 9798369321614.
- Afaq Ahmad, Rana Ehtisham ul Hassan, Junaid Mir, and Qasier-uz-Zaman Khan, "Predicting the Characteristics of Defects in Wooden Structures using Image Processing and CNN," Book Chapter in Advanced Optimization Applications in Engineering, pp. 172-196, Published by IGI Global, USA, 2024, ISBN: 9798369321614.
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